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120
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CORR
2008
Springer
104views Education» more  CORR 2008»
15 years 5 months ago
A General Notion of Useful Information
In this paper we introduce a general framework for defining the depth of a sequence with respect to a class of observers. We show that our general framework captures all depth not...
Philippe Moser
119
Voted
IC
2004
15 years 5 months ago
Toward a General Framework for Building Scientific Data Sharing Web Services
The electronic sharing of general scientific data can be a complex but incredibly beneficial process. We identify elements that must exist in a system designed for such a purpose ...
Sean Warden, Arturo Sanchez, Sherif Elfayoumy
118
Voted
ICONIP
2004
15 years 5 months ago
Generalization in Learning Multiple Temporal Patterns Using RNNPB
Abstract. This paper examines the generalization capability in learning multiple temporal patterns by the recurrent neural network with parametric bias (RNNPB). Our simulation expe...
Masato Ito, Jun Tani
132
Voted
WSCG
2003
163views more  WSCG 2003»
15 years 5 months ago
Constructing Approximate Voronoi Diagrams from Digital Images of Generalized Polygons and Circular Objects
In this paper we present the geometrical construction of an approximate generalized Voronoi diagram for generalized polygons and circular objects based on their minimum geometrica...
W. L. Roque, D. Doering
101
Voted
CORR
2010
Springer
47views Education» more  CORR 2010»
15 years 3 months ago
Robustness and Generalization
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...
Huan Xu, Shie Mannor